Triple
T6707993
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fort William railway station |
E153055
|
entity |
| Predicate | hasAdjacentStation |
P231
|
FINISHED |
| Object |
Spean Bridge railway station
Spean Bridge railway station is a rural stop on the West Highland Line in the Scottish Highlands, serving the village of Spean Bridge and acting as a gateway to nearby outdoor and mountain areas.
|
E617887
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Spean Bridge railway station | Statement: [Fort William railway station, hasAdjacentStation, Spean Bridge railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spean Bridge railway station Context triple: [Fort William railway station, hasAdjacentStation, Spean Bridge railway station]
-
A.
Milngavie railway station
Milngavie railway station is a suburban rail station in East Dunbartonshire, Scotland, serving the town of Milngavie and providing commuter links into Glasgow.
-
B.
Pitlochry railway station
Pitlochry railway station is a historic stop on the Highland Main Line in Perth and Kinross, Scotland, serving the popular tourist town of Pitlochry with regular regional and long-distance services.
-
C.
Portlethen railway station
Portlethen railway station is a small stop on Scotland’s east coast rail network, providing local and regional passenger services between Aberdeen and nearby towns.
-
D.
Banavie railway station
Banavie railway station is a small stop on the scenic West Highland Line in the Scottish Highlands, serving the village of Banavie near the Caledonian Canal and Neptune’s Staircase.
-
E.
Gorebridge railway station
Gorebridge railway station is a stop on the Borders Railway in Midlothian, Scotland, serving the village of Gorebridge with rail connections to Edinburgh and the Scottish Borders.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Spean Bridge railway station Triple: [Fort William railway station, hasAdjacentStation, Spean Bridge railway station]
Generated description
Spean Bridge railway station is a rural stop on the West Highland Line in the Scottish Highlands, serving the village of Spean Bridge and acting as a gateway to nearby outdoor and mountain areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spean Bridge railway station Target entity description: Spean Bridge railway station is a rural stop on the West Highland Line in the Scottish Highlands, serving the village of Spean Bridge and acting as a gateway to nearby outdoor and mountain areas.
-
A.
Milngavie railway station
Milngavie railway station is a suburban rail station in East Dunbartonshire, Scotland, serving the town of Milngavie and providing commuter links into Glasgow.
-
B.
Pitlochry railway station
Pitlochry railway station is a historic stop on the Highland Main Line in Perth and Kinross, Scotland, serving the popular tourist town of Pitlochry with regular regional and long-distance services.
-
C.
Portlethen railway station
Portlethen railway station is a small stop on Scotland’s east coast rail network, providing local and regional passenger services between Aberdeen and nearby towns.
-
D.
Banavie railway station
Banavie railway station is a small stop on the scenic West Highland Line in the Scottish Highlands, serving the village of Banavie near the Caledonian Canal and Neptune’s Staircase.
-
E.
Gorebridge railway station
Gorebridge railway station is a stop on the Borders Railway in Midlothian, Scotland, serving the village of Gorebridge with rail connections to Edinburgh and the Scottish Borders.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c68808d8d8819087369015270788fe |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d1049b7c8190a970a165d15b440b |
completed | March 27, 2026, 6:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7129620248190945b25dfda1e065e |
completed | March 27, 2026, 11:28 p.m. |
| NEDg | Description generation | batch_69c71396f1f88190b3316e694424a2fe |
completed | March 27, 2026, 11:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7146413748190b844d9422dce42c2 |
completed | March 27, 2026, 11:36 p.m. |
Created at: March 27, 2026, 2:06 p.m.